PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML
Pipelines

PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines

1 May 2020

Jorge Piazentin Ono

Claudio Silva

Papers citing "PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines"

8 / 8 papers shown

Title
Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments Angie Boggust Venkatesh Sivaraman Yannick Assogba Donghao Ren Dominik Moritz Fred Hohman VLM 63 3 0 06 Aug 2024
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements Samantha Robertson Zijie J. Wang Dominik Moritz Mary Beth Kery Fred Hohman 40 15 0 12 Apr 2023
Tracing and Visualizing Human-ML/AI Collaborative Processes through Artifacts of Data Work Jennifer Rogers Anamaria Crisan 40 7 0 05 Apr 2023
VAID: Indexing View Designs in Visual Analytics System Lu Ying Aoyu Wu Haotian Li Zikun Deng Ji Lan Jiang Wu Yong Wang Huamin Qu Dazhen Deng Yingcai Wu 35 6 0 03 Nov 2022
Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles Jun Yuan Mengchen Liu Fengyuan Tian Shixia Liu 27 7 0 20 Aug 2022
VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees Angelos Chatzimparmpas Rafael M. Martins Andreas Kerren 30 10 0 01 Dec 2021
Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows Doris Xin Eva Yiwei Wu D. Lee Niloufar Salehi Aditya G. Parameswaran 62 91 0 13 Jan 2021
Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI Dakuo Wang Justin D. Weisz Michael J. Muller Parikshit Ram Werner Geyer Casey Dugan Y. Tausczik Horst Samulowitz Alexander G. Gray 178 311 0 05 Sep 2019